Tan, Mingtian

1. Are Language Models Actually Useful for Time Series Forecasting?
   2024/06/22 by Mingtian Tan, Tan, Mingtian, Mike A. Merrill +7 · 7 voices · 49 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. Language Models Still Struggle to Zero-shot Reason about Time Series
   2024/04/17 by Mike A. Merrill, Merrill, Mike A., Mingtian Tan +6 · 25 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting #Topic Modeling
3. Exploiting Machine Unlearning for Backdoor Attacks in Deep Learning System
   2023/09/12 by Zhang, Peixin, Sun, Jun, Tan, Mingtian +1 · 4 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Inferring Events from Time Series using Language Models
   2025/03/18 by Tan, Mingtian, Merrill, Mike A., Gottesman, Zack +3 · 3 citations
   #62M10 #68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #I.2.7
5. A Somewhat Robust Image Watermark against Diffusion-based Editing Models
   2023/11/22 by Tan, Mingtian, Wang, Tianhao, Jha, Somesh · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)